Enterprise RAG / Fintech
GST Compliance Copilot
Regulator-ready engine prioritizing factual grounding. 100% faithfulness in validation suites.
Summary
The Challenge
In regulatory compliance, LLM hallucinations are legal liabilities. Standard RAG forces answers even with weak context. Unacceptable for GST tax laws.
The Strategic Solution
Built 'Failure-Aware' RAG. Doesn't just retrieve—audits itself. Abstention Gate refuses low-confidence queries. Faithfulness Verifier checks every claim against source before delivery.
Technical Implementation
Breakthrough: deterministic refusal. Custom Confidence Scorer factors retriever agreement + term coverage. 1.0 faithfulness + HIGH confidence = delivery. Otherwise, graceful abstention.